A deterministic decision kernel with a field-enforced equivalence contract: the same C file runs as phone shadow, MCU actuator, and offline replay — 11k+ real-world steps, zero divergences. Cycling safety cue is the demonstrator.

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cycling deterministic embedded replay rp2040
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A deterministic decision kernel with a field-enforced equivalence contract: the same C file runs as phone shadow, MCU actuator, and offline replay — 11k+ real-world steps, zero divergences. Cycling safety cue is the demonstrator.

Swift
#cycling#deterministic#embedded#replay#rp2040

A deterministic decision kernel with a field-enforced equivalence contract: the same C file runs as phone shadow, MCU actuator, and offline replay — 11k+ real-world steps, zero divergences. Cycling safety cue is the demonstrator.

Swift
#cycling#deterministic#embedded#replay#rp2040

A deterministic decision kernel with a field-enforced equivalence contract: the same C file runs as phone shadow, MCU actuator, and offline replay — 11k+ real-world steps, zero divergences. Cycling safety cue is the demonstrator.

Swift
#cycling#deterministic#embedded#replay#rp2040

A deterministic decision kernel with a field-enforced equivalence contract: the same C file runs as phone shadow, MCU actuator, and offline replay — 11k+ real-world steps, zero divergences. Cycling safety cue is the demonstrator.

Swift
#cycling#deterministic#embedded#replay#rp2040

A deterministic decision kernel with a field-enforced equivalence contract: the same C file runs as phone shadow, MCU actuator, and offline replay — 11k+ real-world steps, zero divergences. Cycling safety cue is the demonstrator.

Swift
#cycling#deterministic#embedded#replay#rp2040